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README.md

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 # Falcon2 LLM
 
-Falcon2 LLM is TII's new flagship series of large language models, where we focused on building smaller models with enhanced performance to enable cheaper inference that can encourage the development of more downstream applications and improve the general usability of our models. Paper coming soon 😊.
+Falcon2 LLM is TII's new flagship series of large language models, where we focused on building smaller models with enhanced performance to enable cheaper inference that can encourage the development of more downstream applications and improve the general usability of our models. 
 
-More details on the new models and their performance can be found in our [Falcon2 blogpost](https://huggingface.co/blog/falcon2-11b).
+Papers:
+- [Falcon2-11B Technical Report, Malartic et al.](https://www.arxiv.org/abs/2407.14885)
+
+More details on the new models and their performance can also be found in our [Falcon2 blogpost](https://huggingface.co/blog/falcon2-11b).
 
 See below for a detailed list of artefacts in the Falcon2 LLM family: